kovid19

  • Açıklama :

Bu havuz, güçlü bir geniş ortak değişkenler kümesine ek olarak en büyük Covid-19 epidemiyolojik veritabanını bir araya getirmeye çalışır. Demografi, ekonomi, epidemiyoloji, coğrafya, sağlık, hastaneye yatış, hareketlilik, devlet müdahalesi, hava durumu ve daha fazlasıyla ilgili açık, halka açık, lisanslı verileri içerir.

Bu belirli veri kümesi, havuzun parçası olan tüm farklı tabloların birleşimine karşılık gelir. Bu nedenle, ortaya çıkan örneklerin oldukça seyrek olmasını bekleyin.

Bölmek örnekler
'train' 11.266.422
  • Özellik yapısı :
FeaturesDict({
    'adult_female_mortality_rate': float64,
    'adult_male_mortality_rate': float64,
    'age_bin_0': string,
    'age_bin_1': string,
    'age_bin_2': string,
    'age_bin_3': string,
    'age_bin_4': string,
    'age_bin_5': string,
    'age_bin_6': string,
    'age_bin_7': string,
    'age_bin_8': string,
    'age_bin_9': string,
    'aggregation_level': float64,
    'area_rural_sq_km': float64,
    'area_sq_km': float64,
    'area_urban_sq_km': float64,
    'average_temperature_celsius': float64,
    'cancel_public_events': float64,
    'comorbidity_mortality_rate': float64,
    'contact_tracing': float64,
    'country_code': string,
    'country_name': string,
    'cumulative_confirmed': float64,
    'cumulative_confirmed_age_0': float64,
    'cumulative_confirmed_age_1': float64,
    'cumulative_confirmed_age_2': float64,
    'cumulative_confirmed_age_3': float64,
    'cumulative_confirmed_age_4': float64,
    'cumulative_confirmed_age_5': float64,
    'cumulative_confirmed_age_6': float64,
    'cumulative_confirmed_age_7': float64,
    'cumulative_confirmed_age_8': float64,
    'cumulative_confirmed_age_9': float64,
    'cumulative_confirmed_female': float64,
    'cumulative_confirmed_male': float64,
    'cumulative_deceased': float64,
    'cumulative_deceased_age_0': float64,
    'cumulative_deceased_age_1': float64,
    'cumulative_deceased_age_2': float64,
    'cumulative_deceased_age_3': float64,
    'cumulative_deceased_age_4': float64,
    'cumulative_deceased_age_5': float64,
    'cumulative_deceased_age_6': float64,
    'cumulative_deceased_age_7': float64,
    'cumulative_deceased_age_8': float64,
    'cumulative_deceased_age_9': float64,
    'cumulative_deceased_female': float64,
    'cumulative_deceased_male': float64,
    'cumulative_hospitalized_patients': float64,
    'cumulative_hospitalized_patients_age_0': float64,
    'cumulative_hospitalized_patients_age_1': float64,
    'cumulative_hospitalized_patients_age_2': float64,
    'cumulative_hospitalized_patients_age_3': float64,
    'cumulative_hospitalized_patients_age_4': float64,
    'cumulative_hospitalized_patients_age_5': float64,
    'cumulative_hospitalized_patients_age_6': float64,
    'cumulative_hospitalized_patients_age_7': float64,
    'cumulative_hospitalized_patients_age_8': float64,
    'cumulative_hospitalized_patients_age_9': float64,
    'cumulative_hospitalized_patients_female': float64,
    'cumulative_hospitalized_patients_male': float64,
    'cumulative_intensive_care_patients': float64,
    'cumulative_intensive_care_patients_age_0': float64,
    'cumulative_intensive_care_patients_age_1': float64,
    'cumulative_intensive_care_patients_age_2': float64,
    'cumulative_intensive_care_patients_age_3': float64,
    'cumulative_intensive_care_patients_age_4': float64,
    'cumulative_intensive_care_patients_age_5': float64,
    'cumulative_intensive_care_patients_age_6': float64,
    'cumulative_intensive_care_patients_age_7': float64,
    'cumulative_intensive_care_patients_age_8': float64,
    'cumulative_intensive_care_patients_age_9': float64,
    'cumulative_intensive_care_patients_female': float64,
    'cumulative_intensive_care_patients_male': float64,
    'cumulative_persons_fully_vaccinated': float64,
    'cumulative_persons_fully_vaccinated_janssen': float64,
    'cumulative_persons_fully_vaccinated_moderna': float64,
    'cumulative_persons_fully_vaccinated_pfizer': float64,
    'cumulative_persons_vaccinated': float64,
    'cumulative_recovered': float64,
    'cumulative_recovered_age_0': float64,
    'cumulative_recovered_age_1': float64,
    'cumulative_recovered_age_2': float64,
    'cumulative_recovered_age_3': float64,
    'cumulative_recovered_age_4': float64,
    'cumulative_recovered_age_5': float64,
    'cumulative_recovered_age_6': float64,
    'cumulative_recovered_age_7': float64,
    'cumulative_recovered_age_8': float64,
    'cumulative_recovered_age_9': float64,
    'cumulative_recovered_female': float64,
    'cumulative_recovered_male': float64,
    'cumulative_tested': float64,
    'cumulative_tested_age_0': float64,
    'cumulative_tested_age_1': float64,
    'cumulative_tested_age_2': float64,
    'cumulative_tested_age_3': float64,
    'cumulative_tested_age_4': float64,
    'cumulative_tested_age_5': float64,
    'cumulative_tested_age_6': float64,
    'cumulative_tested_age_7': float64,
    'cumulative_tested_age_8': float64,
    'cumulative_tested_age_9': float64,
    'cumulative_tested_female': float64,
    'cumulative_tested_male': float64,
    'cumulative_vaccine_doses_administered': float64,
    'cumulative_vaccine_doses_administered_janssen': float64,
    'cumulative_vaccine_doses_administered_moderna': float64,
    'cumulative_vaccine_doses_administered_pfizer': float64,
    'cumulative_ventilator_patients': float64,
    'current_hospitalized_patients': float64,
    'current_intensive_care_patients': float64,
    'current_ventilator_patients': float64,
    'datacommons_id': string,
    'date': string,
    'debt_relief': float64,
    'dew_point': float64,
    'diabetes_prevalence': float64,
    'elevation_m': float64,
    'emergency_investment_in_healthcare': float64,
    'facial_coverings': float64,
    'fiscal_measures': float64,
    'gdp_per_capita_usd': float64,
    'gdp_usd': float64,
    'health_expenditure_usd': float64,
    'hospital_beds_per_1000': float64,
    'human_capital_index': float64,
    'human_development_index': float64,
    'income_support': float64,
    'infant_mortality_rate': float64,
    'international_support': float64,
    'international_travel_controls': float64,
    'investment_in_vaccines': float64,
    'iso_3166_1_alpha_2': string,
    'iso_3166_1_alpha_3': string,
    'latitude': float64,
    'life_expectancy': float64,
    'locality_code': string,
    'locality_name': string,
    'location_key': string,
    'longitude': float64,
    'maximum_temperature_celsius': float64,
    'minimum_temperature_celsius': float64,
    'mobility_grocery_and_pharmacy': float64,
    'mobility_parks': float64,
    'mobility_residential': float64,
    'mobility_retail_and_recreation': float64,
    'mobility_transit_stations': float64,
    'mobility_workplaces': float64,
    'new_confirmed': float64,
    'new_confirmed_age_0': float64,
    'new_confirmed_age_1': float64,
    'new_confirmed_age_2': float64,
    'new_confirmed_age_3': float64,
    'new_confirmed_age_4': float64,
    'new_confirmed_age_5': float64,
    'new_confirmed_age_6': float64,
    'new_confirmed_age_7': float64,
    'new_confirmed_age_8': float64,
    'new_confirmed_age_9': float64,
    'new_confirmed_female': float64,
    'new_confirmed_male': float64,
    'new_deceased': float64,
    'new_deceased_age_0': float64,
    'new_deceased_age_1': float64,
    'new_deceased_age_2': float64,
    'new_deceased_age_3': float64,
    'new_deceased_age_4': float64,
    'new_deceased_age_5': float64,
    'new_deceased_age_6': float64,
    'new_deceased_age_7': float64,
    'new_deceased_age_8': float64,
    'new_deceased_age_9': float64,
    'new_deceased_female': float64,
    'new_deceased_male': float64,
    'new_hospitalized_patients': float64,
    'new_hospitalized_patients_age_0': float64,
    'new_hospitalized_patients_age_1': float64,
    'new_hospitalized_patients_age_2': float64,
    'new_hospitalized_patients_age_3': float64,
    'new_hospitalized_patients_age_4': float64,
    'new_hospitalized_patients_age_5': float64,
    'new_hospitalized_patients_age_6': float64,
    'new_hospitalized_patients_age_7': float64,
    'new_hospitalized_patients_age_8': float64,
    'new_hospitalized_patients_age_9': float64,
    'new_hospitalized_patients_female': float64,
    'new_hospitalized_patients_male': float64,
    'new_intensive_care_patients': float64,
    'new_intensive_care_patients_age_0': float64,
    'new_intensive_care_patients_age_1': float64,
    'new_intensive_care_patients_age_2': float64,
    'new_intensive_care_patients_age_3': float64,
    'new_intensive_care_patients_age_4': float64,
    'new_intensive_care_patients_age_5': float64,
    'new_intensive_care_patients_age_6': float64,
    'new_intensive_care_patients_age_7': float64,
    'new_intensive_care_patients_age_8': float64,
    'new_intensive_care_patients_age_9': float64,
    'new_intensive_care_patients_female': float64,
    'new_intensive_care_patients_male': float64,
    'new_persons_fully_vaccinated': float64,
    'new_persons_fully_vaccinated_janssen': float64,
    'new_persons_fully_vaccinated_moderna': float64,
    'new_persons_fully_vaccinated_pfizer': float64,
    'new_persons_vaccinated': float64,
    'new_recovered': float64,
    'new_recovered_age_0': float64,
    'new_recovered_age_1': float64,
    'new_recovered_age_2': float64,
    'new_recovered_age_3': float64,
    'new_recovered_age_4': float64,
    'new_recovered_age_5': float64,
    'new_recovered_age_6': float64,
    'new_recovered_age_7': float64,
    'new_recovered_age_8': float64,
    'new_recovered_age_9': float64,
    'new_recovered_female': float64,
    'new_recovered_male': float64,
    'new_tested': float64,
    'new_tested_age_0': float64,
    'new_tested_age_1': float64,
    'new_tested_age_2': float64,
    'new_tested_age_3': float64,
    'new_tested_age_4': float64,
    'new_tested_age_5': float64,
    'new_tested_age_6': float64,
    'new_tested_age_7': float64,
    'new_tested_age_8': float64,
    'new_tested_age_9': float64,
    'new_tested_female': float64,
    'new_tested_male': float64,
    'new_vaccine_doses_administered': float64,
    'new_vaccine_doses_administered_janssen': float64,
    'new_vaccine_doses_administered_moderna': float64,
    'new_vaccine_doses_administered_pfizer': float64,
    'new_ventilator_patients': float64,
    'nurses_per_1000': float64,
    'openstreetmap_id': string,
    'out_of_pocket_health_expenditure_usd': float64,
    'physicians_per_1000': float64,
    'place_id': string,
    'pollution_mortality_rate': float64,
    'population': float64,
    'population_age_00_09': float64,
    'population_age_10_19': float64,
    'population_age_20_29': float64,
    'population_age_30_39': float64,
    'population_age_40_49': float64,
    'population_age_50_59': float64,
    'population_age_60_69': float64,
    'population_age_70_79': float64,
    'population_age_80_and_older': float64,
    'population_clustered': float64,
    'population_density': float64,
    'population_female': float64,
    'population_largest_city': float64,
    'population_male': float64,
    'population_rural': float64,
    'population_urban': float64,
    'public_information_campaigns': float64,
    'public_transport_closing': float64,
    'rainfall_mm': float64,
    'relative_humidity': float64,
    'restrictions_on_gatherings': float64,
    'restrictions_on_internal_movement': float64,
    'school_closing': float64,
    'search_trends_abdominal_obesity': float64,
    'search_trends_abdominal_pain': float64,
    'search_trends_acne': float64,
    'search_trends_actinic_keratosis': float64,
    'search_trends_acute_bronchitis': float64,
    'search_trends_adrenal_crisis': float64,
    'search_trends_ageusia': float64,
    'search_trends_alcoholism': float64,
    'search_trends_allergic_conjunctivitis': float64,
    'search_trends_allergy': float64,
    'search_trends_amblyopia': float64,
    'search_trends_amenorrhea': float64,
    'search_trends_amnesia': float64,
    'search_trends_anal_fissure': float64,
    'search_trends_anaphylaxis': float64,
    'search_trends_anemia': float64,
    'search_trends_angina_pectoris': float64,
    'search_trends_angioedema': float64,
    'search_trends_angular_cheilitis': float64,
    'search_trends_anosmia': float64,
    'search_trends_anxiety': float64,
    'search_trends_aphasia': float64,
    'search_trends_aphonia': float64,
    'search_trends_apnea': float64,
    'search_trends_arthralgia': float64,
    'search_trends_arthritis': float64,
    'search_trends_ascites': float64,
    'search_trends_asperger_syndrome': float64,
    'search_trends_asphyxia': float64,
    'search_trends_asthma': float64,
    'search_trends_astigmatism': float64,
    'search_trends_ataxia': float64,
    'search_trends_atheroma': float64,
    'search_trends_attention_deficit_hyperactivity_disorder': float64,
    'search_trends_auditory_hallucination': float64,
    'search_trends_autoimmune_disease': float64,
    'search_trends_avoidant_personality_disorder': float64,
    'search_trends_back_pain': float64,
    'search_trends_bacterial_vaginosis': float64,
    'search_trends_balance_disorder': float64,
    'search_trends_beaus_lines': float64,
    'search_trends_bells_palsy': float64,
    'search_trends_biliary_colic': float64,
    'search_trends_binge_eating': float64,
    'search_trends_bleeding': float64,
    'search_trends_bleeding_on_probing': float64,
    'search_trends_blepharospasm': float64,
    'search_trends_bloating': float64,
    'search_trends_blood_in_stool': float64,
    'search_trends_blurred_vision': float64,
    'search_trends_blushing': float64,
    'search_trends_boil': float64,
    'search_trends_bone_fracture': float64,
    'search_trends_bone_tumor': float64,
    'search_trends_bowel_obstruction': float64,
    'search_trends_bradycardia': float64,
    'search_trends_braxton_hicks_contractions': float64,
    'search_trends_breakthrough_bleeding': float64,
    'search_trends_breast_pain': float64,
    'search_trends_bronchitis': float64,
    'search_trends_bruise': float64,
    'search_trends_bruxism': float64,
    'search_trends_bunion': float64,
    'search_trends_burn': float64,
    'search_trends_burning_chest_pain': float64,
    'search_trends_burning_mouth_syndrome': float64,
    'search_trends_candidiasis': float64,
    'search_trends_canker_sore': float64,
    'search_trends_cardiac_arrest': float64,
    'search_trends_carpal_tunnel_syndrome': float64,
    'search_trends_cataplexy': float64,
    'search_trends_cataract': float64,
    'search_trends_chancre': float64,
    'search_trends_cheilitis': float64,
    'search_trends_chest_pain': float64,
    'search_trends_chills': float64,
    'search_trends_chorea': float64,
    'search_trends_chronic_pain': float64,
    'search_trends_cirrhosis': float64,
    'search_trends_cleft_lip_and_cleft_palate': float64,
    'search_trends_clouding_of_consciousness': float64,
    'search_trends_cluster_headache': float64,
    'search_trends_colitis': float64,
    'search_trends_coma': float64,
    'search_trends_common_cold': float64,
    'search_trends_compulsive_behavior': float64,
    'search_trends_compulsive_hoarding': float64,
    'search_trends_confusion': float64,
    'search_trends_congenital_heart_defect': float64,
    'search_trends_conjunctivitis': float64,
    'search_trends_constipation': float64,
    'search_trends_convulsion': float64,
    'search_trends_cough': float64,
    'search_trends_crackles': float64,
    'search_trends_cramp': float64,
    'search_trends_crepitus': float64,
    'search_trends_croup': float64,
    'search_trends_cyanosis': float64,
    'search_trends_dandruff': float64,
    'search_trends_delayed_onset_muscle_soreness': float64,
    'search_trends_dementia': float64,
    'search_trends_dentin_hypersensitivity': float64,
    'search_trends_depersonalization': float64,
    'search_trends_depression': float64,
    'search_trends_dermatitis': float64,
    'search_trends_desquamation': float64,
    'search_trends_developmental_disability': float64,
    'search_trends_diabetes': float64,
    'search_trends_diabetic_ketoacidosis': float64,
    'search_trends_diarrhea': float64,
    'search_trends_dizziness': float64,
    'search_trends_dry_eye_syndrome': float64,
    'search_trends_dysautonomia': float64,
    'search_trends_dysgeusia': float64,
    'search_trends_dysmenorrhea': float64,
    'search_trends_dyspareunia': float64,
    'search_trends_dysphagia': float64,
    'search_trends_dysphoria': float64,
    'search_trends_dystonia': float64,
    'search_trends_dysuria': float64,
    'search_trends_ear_pain': float64,
    'search_trends_eczema': float64,
    'search_trends_edema': float64,
    'search_trends_encephalitis': float64,
    'search_trends_encephalopathy': float64,
    'search_trends_epidermoid_cyst': float64,
    'search_trends_epilepsy': float64,
    'search_trends_epiphora': float64,
    'search_trends_erectile_dysfunction': float64,
    'search_trends_erythema': float64,
    'search_trends_erythema_chronicum_migrans': float64,
    'search_trends_esophagitis': float64,
    'search_trends_excessive_daytime_sleepiness': float64,
    'search_trends_eye_pain': float64,
    'search_trends_eye_strain': float64,
    'search_trends_facial_nerve_paralysis': float64,
    'search_trends_facial_swelling': float64,
    'search_trends_fasciculation': float64,
    'search_trends_fatigue': float64,
    'search_trends_fatty_liver_disease': float64,
    'search_trends_fecal_incontinence': float64,
    'search_trends_fever': float64,
    'search_trends_fibrillation': float64,
    'search_trends_fibrocystic_breast_changes': float64,
    'search_trends_fibromyalgia': float64,
    'search_trends_flatulence': float64,
    'search_trends_floater': float64,
    'search_trends_focal_seizure': float64,
    'search_trends_folate_deficiency': float64,
    'search_trends_food_craving': float64,
    'search_trends_food_intolerance': float64,
    'search_trends_frequent_urination': float64,
    'search_trends_gastroesophageal_reflux_disease': float64,
    'search_trends_gastroparesis': float64,
    'search_trends_generalized_anxiety_disorder': float64,
    'search_trends_genital_wart': float64,
    'search_trends_gingival_recession': float64,
    'search_trends_gingivitis': float64,
    'search_trends_globus_pharyngis': float64,
    'search_trends_goitre': float64,
    'search_trends_gout': float64,
    'search_trends_grandiosity': float64,
    'search_trends_granuloma': float64,
    'search_trends_guilt': float64,
    'search_trends_hair_loss': float64,
    'search_trends_halitosis': float64,
    'search_trends_hay_fever': float64,
    'search_trends_headache': float64,
    'search_trends_heart_arrhythmia': float64,
    'search_trends_heart_murmur': float64,
    'search_trends_heartburn': float64,
    'search_trends_hematochezia': float64,
    'search_trends_hematoma': float64,
    'search_trends_hematuria': float64,
    'search_trends_hemolysis': float64,
    'search_trends_hemoptysis': float64,
    'search_trends_hemorrhoids': float64,
    'search_trends_hepatic_encephalopathy': float64,
    'search_trends_hepatitis': float64,
    'search_trends_hepatotoxicity': float64,
    'search_trends_hiccup': float64,
    'search_trends_hip_pain': float64,
    'search_trends_hives': float64,
    'search_trends_hot_flash': float64,
    'search_trends_hydrocephalus': float64,
    'search_trends_hypercalcaemia': float64,
    'search_trends_hypercapnia': float64,
    'search_trends_hypercholesterolemia': float64,
    'search_trends_hyperemesis_gravidarum': float64,
    'search_trends_hyperglycemia': float64,
    'search_trends_hyperhidrosis': float64,
    'search_trends_hyperkalemia': float64,
    'search_trends_hyperlipidemia': float64,
    'search_trends_hypermobility': float64,
    'search_trends_hyperpigmentation': float64,
    'search_trends_hypersomnia': float64,
    'search_trends_hypertension': float64,
    'search_trends_hyperthermia': float64,
    'search_trends_hyperthyroidism': float64,
    'search_trends_hypertriglyceridemia': float64,
    'search_trends_hypertrophy': float64,
    'search_trends_hyperventilation': float64,
    'search_trends_hypocalcaemia': float64,
    'search_trends_hypochondriasis': float64,
    'search_trends_hypoglycemia': float64,
    'search_trends_hypogonadism': float64,
    'search_trends_hypokalemia': float64,
    'search_trends_hypomania': float64,
    'search_trends_hyponatremia': float64,
    'search_trends_hypotension': float64,
    'search_trends_hypothyroidism': float64,
    'search_trends_hypoxemia': float64,
    'search_trends_hypoxia': float64,
    'search_trends_impetigo': float64,
    'search_trends_implantation_bleeding': float64,
    'search_trends_impulsivity': float64,
    'search_trends_indigestion': float64,
    'search_trends_infection': float64,
    'search_trends_inflammation': float64,
    'search_trends_inflammatory_bowel_disease': float64,
    'search_trends_ingrown_hair': float64,
    'search_trends_insomnia': float64,
    'search_trends_insulin_resistance': float64,
    'search_trends_intermenstrual_bleeding': float64,
    'search_trends_intracranial_pressure': float64,
    'search_trends_iron_deficiency': float64,
    'search_trends_irregular_menstruation': float64,
    'search_trends_itch': float64,
    'search_trends_jaundice': float64,
    'search_trends_kidney_failure': float64,
    'search_trends_kidney_stone': float64,
    'search_trends_knee_pain': float64,
    'search_trends_kyphosis': float64,
    'search_trends_lactose_intolerance': float64,
    'search_trends_laryngitis': float64,
    'search_trends_leg_cramps': float64,
    'search_trends_lesion': float64,
    'search_trends_leukorrhea': float64,
    'search_trends_lightheadedness': float64,
    'search_trends_low_back_pain': float64,
    'search_trends_low_grade_fever': float64,
    'search_trends_lymphedema': float64,
    'search_trends_major_depressive_disorder': float64,
    'search_trends_malabsorption': float64,
    'search_trends_male_infertility': float64,
    'search_trends_manic_disorder': float64,
    'search_trends_melasma': float64,
    'search_trends_melena': float64,
    'search_trends_meningitis': float64,
    'search_trends_menorrhagia': float64,
    'search_trends_middle_back_pain': float64,
    'search_trends_migraine': float64,
    'search_trends_milium': float64,
    'search_trends_mitral_insufficiency': float64,
    'search_trends_mood_disorder': float64,
    'search_trends_mood_swing': float64,
    'search_trends_morning_sickness': float64,
    'search_trends_motion_sickness': float64,
    'search_trends_mouth_ulcer': float64,
    'search_trends_muscle_atrophy': float64,
    'search_trends_muscle_weakness': float64,
    'search_trends_myalgia': float64,
    'search_trends_mydriasis': float64,
    'search_trends_myocardial_infarction': float64,
    'search_trends_myoclonus': float64,
    'search_trends_nasal_congestion': float64,
    'search_trends_nasal_polyp': float64,
    'search_trends_nausea': float64,
    'search_trends_neck_mass': float64,
    'search_trends_neck_pain': float64,
    'search_trends_neonatal_jaundice': float64,
    'search_trends_nerve_injury': float64,
    'search_trends_neuralgia': float64,
    'search_trends_neutropenia': float64,
    'search_trends_night_sweats': float64,
    'search_trends_night_terror': float64,
    'search_trends_nocturnal_enuresis': float64,
    'search_trends_nodule': float64,
    'search_trends_nosebleed': float64,
    'search_trends_nystagmus': float64,
    'search_trends_obesity': float64,
    'search_trends_onychorrhexis': float64,
    'search_trends_oral_candidiasis': float64,
    'search_trends_orthostatic_hypotension': float64,
    'search_trends_osteopenia': float64,
    'search_trends_osteophyte': float64,
    'search_trends_osteoporosis': float64,
    'search_trends_otitis': float64,
    'search_trends_otitis_externa': float64,
    'search_trends_otitis_media': float64,
    'search_trends_pain': float64,
    'search_trends_palpitations': float64,
    'search_trends_pancreatitis': float64,
    'search_trends_panic_attack': float64,
    'search_trends_papule': float64,
    'search_trends_paranoia': float64,
    'search_trends_paresthesia': float64,
    'search_trends_pelvic_inflammatory_disease': float64,
    'search_trends_pericarditis': float64,
    'search_trends_periodontal_disease': float64,
    'search_trends_periorbital_puffiness': float64,
    'search_trends_peripheral_neuropathy': float64,
    'search_trends_perspiration': float64,
    'search_trends_petechia': float64,
    'search_trends_phlegm': float64,
    'search_trends_photodermatitis': float64,
    'search_trends_photophobia': float64,
    'search_trends_photopsia': float64,
    'search_trends_pleural_effusion': float64,
    'search_trends_pleurisy': float64,
    'search_trends_pneumonia': float64,
    'search_trends_podalgia': float64,
    'search_trends_polycythemia': float64,
    'search_trends_polydipsia': float64,
    'search_trends_polyneuropathy': float64,
    'search_trends_polyuria': float64,
    'search_trends_poor_posture': float64,
    'search_trends_post_nasal_drip': float64,
    'search_trends_postural_orthostatic_tachycardia_syndrome': float64,
    'search_trends_prediabetes': float64,
    'search_trends_proteinuria': float64,
    'search_trends_pruritus_ani': float64,
    'search_trends_psychosis': float64,
    'search_trends_ptosis': float64,
    'search_trends_pulmonary_edema': float64,
    'search_trends_pulmonary_hypertension': float64,
    'search_trends_purpura': float64,
    'search_trends_pus': float64,
    'search_trends_pyelonephritis': float64,
    'search_trends_radiculopathy': float64,
    'search_trends_rectal_pain': float64,
    'search_trends_rectal_prolapse': float64,
    'search_trends_red_eye': float64,
    'search_trends_renal_colic': float64,
    'search_trends_restless_legs_syndrome': float64,
    'search_trends_rheum': float64,
    'search_trends_rhinitis': float64,
    'search_trends_rhinorrhea': float64,
    'search_trends_rosacea': float64,
    'search_trends_round_ligament_pain': float64,
    'search_trends_rumination': float64,
    'search_trends_scar': float64,
    'search_trends_sciatica': float64,
    'search_trends_scoliosis': float64,
    'search_trends_seborrheic_dermatitis': float64,
    'search_trends_self_harm': float64,
    'search_trends_sensitivity_to_sound': float64,
    'search_trends_sexual_dysfunction': float64,
    'search_trends_shallow_breathing': float64,
    'search_trends_sharp_pain': float64,
    'search_trends_shivering': float64,
    'search_trends_shortness_of_breath': float64,
    'search_trends_shyness': float64,
    'search_trends_sinusitis': float64,
    'search_trends_skin_condition': float64,
    'search_trends_skin_rash': float64,
    'search_trends_skin_tag': float64,
    'search_trends_skin_ulcer': float64,
    'search_trends_sleep_apnea': float64,
    'search_trends_sleep_deprivation': float64,
    'search_trends_sleep_disorder': float64,
    'search_trends_snoring': float64,
    'search_trends_sore_throat': float64,
    'search_trends_spasticity': float64,
    'search_trends_splenomegaly': float64,
    'search_trends_sputum': float64,
    'search_trends_stomach_rumble': float64,
    'search_trends_strabismus': float64,
    'search_trends_stretch_marks': float64,
    'search_trends_stridor': float64,
    'search_trends_stroke': float64,
    'search_trends_stuttering': float64,
    'search_trends_subdural_hematoma': float64,
    'search_trends_suicidal_ideation': float64,
    'search_trends_swelling': float64,
    'search_trends_swollen_feet': float64,
    'search_trends_swollen_lymph_nodes': float64,
    'search_trends_syncope': float64,
    'search_trends_tachycardia': float64,
    'search_trends_tachypnea': float64,
    'search_trends_telangiectasia': float64,
    'search_trends_tenderness': float64,
    'search_trends_testicular_pain': float64,
    'search_trends_throat_irritation': float64,
    'search_trends_thrombocytopenia': float64,
    'search_trends_thyroid_nodule': float64,
    'search_trends_tic': float64,
    'search_trends_tinnitus': float64,
    'search_trends_tonsillitis': float64,
    'search_trends_toothache': float64,
    'search_trends_tremor': float64,
    'search_trends_trichoptilosis': float64,
    'search_trends_tumor': float64,
    'search_trends_type_2_diabetes': float64,
    'search_trends_unconsciousness': float64,
    'search_trends_underweight': float64,
    'search_trends_upper_respiratory_tract_infection': float64,
    'search_trends_urethritis': float64,
    'search_trends_urinary_incontinence': float64,
    'search_trends_urinary_tract_infection': float64,
    'search_trends_urinary_urgency': float64,
    'search_trends_uterine_contraction': float64,
    'search_trends_vaginal_bleeding': float64,
    'search_trends_vaginal_discharge': float64,
    'search_trends_vaginitis': float64,
    'search_trends_varicose_veins': float64,
    'search_trends_vasculitis': float64,
    'search_trends_ventricular_fibrillation': float64,
    'search_trends_ventricular_tachycardia': float64,
    'search_trends_vertigo': float64,
    'search_trends_viral_pneumonia': float64,
    'search_trends_visual_acuity': float64,
    'search_trends_vomiting': float64,
    'search_trends_wart': float64,
    'search_trends_water_retention': float64,
    'search_trends_weakness': float64,
    'search_trends_weight_gain': float64,
    'search_trends_wheeze': float64,
    'search_trends_xeroderma': float64,
    'search_trends_xerostomia': float64,
    'search_trends_yawn': float64,
    'smoking_prevalence': float64,
    'snowfall_mm': float64,
    'stay_at_home_requirements': float64,
    'stringency_index': float64,
    'subregion1_code': string,
    'subregion1_name': string,
    'subregion2_code': string,
    'subregion2_name': string,
    'testing_policy': float64,
    'vaccination_policy': float64,
    'wikidata_id': string,
    'workplace_closing': float64,
})
  • Özellik belgeleri :
Özellik Sınıf Şekil Dtipi Tanım
ÖzelliklerDict
adult_female_mortality_rate tensör şamandıra64
adult_male_mortality_rate tensör şamandıra64
yaş_bin_0 tensör sicim
yaş_bin_1 tensör sicim
yaş_bin_2 tensör sicim
yaş_bin_3 tensör sicim
yaş_bin_4 tensör sicim
yaş_bin_5 tensör sicim
yaş_bin_6 tensör sicim
yaş_bin_7 tensör sicim
yaş_bin_8 tensör sicim
yaş_bin_9 tensör sicim
toplama_seviyesi tensör şamandıra64
alan_kırsal_sq_km tensör şamandıra64
alan_sq_km tensör şamandıra64
alan_kent_sq_km tensör şamandıra64
ortalama_sıcaklık_celsius tensör şamandıra64
cancel_public_events tensör şamandıra64
komorbidite_mortality_rate tensör şamandıra64
iletişim_izleme tensör şamandıra64
ülke kodu tensör sicim
ülke adı tensör sicim
kümülatif_onaylı tensör şamandıra64
cumulative_confirmed_age_0 tensör şamandıra64
cumulative_confirmed_age_1 tensör şamandıra64
cumulative_confirmed_age_2 tensör şamandıra64
cumulative_confirmed_age_3 tensör şamandıra64
cumulative_confirmed_age_4 tensör şamandıra64
cumulative_confirmed_age_5 tensör şamandıra64
cumulative_confirmed_age_6 tensör şamandıra64
cumulative_confirmed_age_7 tensör şamandıra64
cumulative_confirmed_age_8 tensör şamandıra64
cumulative_confirmed_age_9 tensör şamandıra64
cumulative_confirmed_female tensör şamandıra64
cumulative_confirmed_male tensör şamandıra64
kümülatif_merhum tensör şamandıra64
cumulative_deceased_age_0 tensör şamandıra64
cumulative_deceased_age_1 tensör şamandıra64
cumulative_deceased_age_2 tensör şamandıra64
cumulative_deceased_age_3 tensör şamandıra64
cumulative_deceased_age_4 tensör şamandıra64
cumulative_deceased_age_5 tensör şamandıra64
cumulative_deceased_age_6 tensör şamandıra64
cumulative_deceased_age_7 tensör şamandıra64
cumulative_deceased_age_8 tensör şamandıra64
kümülatif_deceased_age_9 tensör şamandıra64
cumulative_deceased_female tensör şamandıra64
cumulative_deceased_male tensör şamandıra64
cumulative_hospitalized_patients tensör şamandıra64
cumulative_hospitalized_patients_age_0 tensör şamandıra64
cumulative_hospitalized_patients_age_1 tensör şamandıra64
cumulative_hospitalized_patients_age_2 tensör şamandıra64
cumulative_hospitalized_patients_age_3 tensör şamandıra64
cumulative_hospitalized_patients_age_4 tensör şamandıra64
cumulative_hospitalized_patients_age_5 tensör şamandıra64
cumulative_hospitalized_patients_age_6 tensör şamandıra64
cumulative_hospitalized_patients_age_7 tensör şamandıra64
cumulative_hospitalized_patients_age_8 tensör şamandıra64
cumulative_hospitalized_patients_age_9 tensör şamandıra64
cumulative_hospitalized_patients_female tensör şamandıra64
cumulative_hospitalized_patients_male tensör şamandıra64
kümülatif_yoğun_bakım_hastaları tensör şamandıra64
kümülatif_yoğun_bakım_hasta_yaşı_0 tensör şamandıra64
kümülatif_yoğun_bakım_hasta_yaşı_1 tensör şamandıra64
kümülatif_yoğun_bakım_hasta_yaşı_2 tensör şamandıra64
kümülatif_yoğun_bakım_hasta_yaşı_3 tensör şamandıra64
kümülatif_yoğun_bakım_hasta_yaşı_4 tensör şamandıra64
kümülatif_yoğun_bakım_hasta_yaşı_5 tensör şamandıra64
kümülatif_yoğun_bakım_hasta_yaşı_6 tensör şamandıra64
kümülatif_yoğun_bakım_hasta_yaşı_7 tensör şamandıra64
kümülatif_yoğun_bakım_hasta_yaşı_8 tensör şamandıra64
kümülatif_yoğun_bakım_hasta_yaşı_9 tensör şamandıra64
kümülatif_yoğun_bakım_hasta_kadın tensör şamandıra64
cumulative_intensive_care_patients_male tensör şamandıra64
cumulative_persons_fully_vaccinated tensör şamandıra64
cumulative_persons_fully_vaccinated_janssen tensör şamandıra64
cumulative_persons_fully_vaccinated_moderna tensör şamandıra64
cumulative_persons_fully_vaccinated_pfizer tensör şamandıra64
kümülatif_kişiler_aşılanmış tensör şamandıra64
kümülatif_kurtarılmış tensör şamandıra64
cumulative_recovered_age_0 tensör şamandıra64
cumulative_recovered_age_1 tensör şamandıra64
cumulative_recovered_age_2 tensör şamandıra64
cumulative_recovered_age_3 tensör şamandıra64
cumulative_recovered_age_4 tensör şamandıra64
cumulative_recovered_age_5 tensör şamandıra64
cumulative_recovered_age_6 tensör şamandıra64
cumulative_recovered_age_7 tensör şamandıra64
cumulative_recovered_age_8 tensör şamandıra64
cumulative_recovered_age_9 tensör şamandıra64
cumulative_recovered_female tensör şamandıra64
cumulative_recovered_male tensör şamandıra64
kümülatif_test edilmiş tensör şamandıra64
cumulative_tested_age_0 tensör şamandıra64
cumulative_tested_age_1 tensör şamandıra64
cumulative_tested_age_2 tensör şamandıra64
cumulative_tested_age_3 tensör şamandıra64
cumulative_tested_age_4 tensör şamandıra64
cumulative_tested_age_5 tensör şamandıra64
cumulative_tested_age_6 tensör şamandıra64
cumulative_tested_age_7 tensör şamandıra64
cumulative_tested_age_8 tensör şamandıra64
kümülatif_tested_age_9 tensör şamandıra64
cumulative_tested_female tensör şamandıra64
cumulative_tested_male tensör şamandıra64
cumulative_vaccine_doses_administered tensör şamandıra64
cumulative_vaccine_doses_administered_janssen tensör şamandıra64
cumulative_vaccine_doses_administered_moderna tensör şamandıra64
cumulative_vaccine_doses_administered_pfizer tensör şamandıra64
kümülatif_ventilatör_hastalar tensör şamandıra64
current_hospitalized_patients tensör şamandıra64
current_yoğun_bakım_hastaları tensör şamandıra64
cari_ventilatör_hastalar tensör şamandıra64
datacommons_id tensör sicim
tarih tensör sicim
borç_relief tensör şamandıra64
dew_point tensör şamandıra64
diyabet_prevalansı tensör şamandıra64
yükseklik_m tensör şamandıra64
acil durum_yatırım_in_healthcare tensör şamandıra64
yüz kaplamaları tensör şamandıra64
mali ölçüler tensör şamandıra64
gdp_per_capita_usd tensör şamandıra64
gdp_usd tensör şamandıra64
sağlık_harcaması_usd tensör şamandıra64
hastane_yatakları_per_1000 tensör şamandıra64
human_capital_index tensör şamandıra64
insani gelişim indeksi tensör şamandıra64
gelir desteği tensör şamandıra64
bebek ölüm hızı tensör şamandıra64
uluslararası_destek tensör şamandıra64
uluslararası_seyahat_kontrolleri tensör şamandıra64
yatırım_in_vaccines tensör şamandıra64
iso_3166_1_alpha_2 tensör sicim
iso_3166_1_alpha_3 tensör sicim
enlem tensör şamandıra64
yaşam_beklentisi tensör şamandıra64
yerellik_kodu tensör sicim
yer_adı tensör sicim
konum_anahtarı tensör sicim
boylam tensör şamandıra64
maximum_temperature_celsius tensör şamandıra64
minimum_temperature_celsius tensör şamandıra64
hareketlilik_grocery_and_pharmacy tensör şamandıra64
hareketlilik_parkları tensör şamandıra64
hareketlilik_konut tensör şamandıra64
hareketlilik_retail_and_recreation tensör şamandıra64
hareketlilik_geçiş_istasyonları tensör şamandıra64
hareketlilik_işyerleri tensör şamandıra64
yeni_onaylandı tensör şamandıra64
new_confirmed_age_0 tensör şamandıra64
new_confirmed_age_1 tensör şamandıra64
new_confirmed_age_2 tensör şamandıra64
new_confirmed_age_3 tensör şamandıra64
new_confirmed_age_4 tensör şamandıra64
new_confirmed_age_5 tensör şamandıra64
new_confirmed_age_6 tensör şamandıra64
new_confirmed_age_7 tensör şamandıra64
new_confirmed_age_8 tensör şamandıra64
new_confirmed_age_9 tensör şamandıra64
yeni_onaylanmış_kadın tensör şamandıra64
new_confirmed_male tensör şamandıra64
yeni_merhum tensör şamandıra64
new_deceased_age_0 tensör şamandıra64
new_deceased_age_1 tensör şamandıra64
new_deceased_age_2 tensör şamandıra64
new_deceased_age_3 tensör şamandıra64
new_deceased_age_4 tensör şamandıra64
new_deceased_age_5 tensör şamandıra64
new_deceased_age_6 tensör şamandıra64
new_deceased_age_7 tensör şamandıra64
new_deceased_age_8 tensör şamandıra64
new_deceased_age_9 tensör şamandıra64
yeni_merhum_kadın tensör şamandıra64
yeni_merhum_erkek tensör şamandıra64
yeni_hastane_hastalar tensör şamandıra64
new_hospitalized_patients_age_0 tensör şamandıra64
new_hospitalized_patients_age_1 tensör şamandıra64
new_hospitalized_patients_age_2 tensör şamandıra64
new_hospitalized_patients_age_3 tensör şamandıra64
new_hospitalized_patients_age_4 tensör şamandıra64
new_hospitalized_patients_age_5 tensör şamandıra64
new_hospitalized_patients_age_6 tensör şamandıra64
new_hospitalized_patients_age_7 tensör şamandıra64
new_hospitalized_patients_age_8 tensör şamandıra64
new_hospitalized_patients_age_9 tensör şamandıra64
new_hospitalized_patients_female tensör şamandıra64
new_hospitalized_patients_male tensör şamandıra64
new_yoğun_bakım_hastaları tensör şamandıra64
new_intensive_care_patients_age_0 tensör şamandıra64
new_intensive_care_patients_age_1 tensör şamandıra64
new_intensive_care_patients_age_2 tensör şamandıra64
new_intensive_care_patients_age_3 tensör şamandıra64
new_intensive_care_patients_age_4 tensör şamandıra64
new_intensive_care_patients_age_5 tensör şamandıra64
new_intensive_care_patients_age_6 tensör şamandıra64
new_intensive_care_patients_age_7 tensör şamandıra64
new_intensive_care_patients_age_8 tensör şamandıra64
new_intensive_care_patients_age_9 tensör şamandıra64
new_intensive_care_patients_female tensör şamandıra64
new_intensive_care_patients_male tensör şamandıra64
new_persons_fully_vaccinated tensör şamandıra64
new_persons_fully_vaccinated_janssen tensör şamandıra64
new_persons_fully_vaccinated_moderna tensör şamandıra64
new_persons_fully_vaccinated_pfizer tensör şamandıra64
new_persons_vaccinated tensör şamandıra64
yeni_kurtarılmış tensör şamandıra64
new_recovered_age_0 tensör şamandıra64
new_recovered_age_1 tensör şamandıra64
new_recovered_age_2 tensör şamandıra64
new_recovered_age_3 tensör şamandıra64
new_recovered_age_4 tensör şamandıra64
new_recovered_age_5 tensör şamandıra64
new_recovered_age_6 tensör şamandıra64
new_recovered_age_7 tensör şamandıra64
new_recovered_age_8 tensör şamandıra64
new_recovered_age_9 tensör şamandıra64
yeni_kurtarılmış_kadın tensör şamandıra64
new_recovered_erkek tensör şamandıra64
yeni_test edilmiş tensör şamandıra64
new_tested_age_0 tensör şamandıra64
new_tested_age_1 tensör şamandıra64
new_tested_age_2 tensör şamandıra64
new_tested_age_3 tensör şamandıra64
new_tested_age_4 tensör şamandıra64
new_tested_age_5 tensör şamandıra64
new_tested_age_6 tensör şamandıra64
new_tested_age_7 tensör şamandıra64
new_tested_age_8 tensör şamandıra64
new_tested_age_9 tensör şamandıra64
yeni_tested_kadın tensör şamandıra64
yeni_tested_erkek tensör şamandıra64
new_vaccine_doses_administered tensör şamandıra64
new_vaccine_doses_administered_janssen tensör şamandıra64
new_vaccine_doses_administered_moderna tensör şamandıra64
new_vaccine_doses_administered_pfizer tensör şamandıra64
yeni_ventilatör_hastalar tensör şamandıra64
hemşireler_per_1000 tensör şamandıra64
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nüfus_erkek tensör şamandıra64
nüfus_kırsal tensör şamandıra64
nüfus_şehir tensör şamandıra64
public_information_campaigns tensör şamandıra64
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yağış_mm tensör şamandıra64
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kısıtlamalar_on_gatherings tensör şamandıra64
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arama_trendleri_terleme tensör şamandıra64
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search_trends_skin_condition tensör şamandıra64
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search_trends_skin_tag tensör şamandıra64
search_trends_skin_ulcer tensör şamandıra64
search_trends_sleep_apnea tensör şamandıra64
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search_trends_spastisite tensör şamandıra64
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search_trends_şaşılık tensör şamandıra64
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search_trends_suicidal_ideation tensör şamandıra64
search_trends_swelling tensör şamandıra64
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search_trends_swollen_lymph_nodes tensör şamandıra64
search_trends_syncope tensör şamandıra64
search_trends_taşikardi tensör şamandıra64
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search_trends_telanjiektazi tensör şamandıra64
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search_trends_testicular_pain tensör şamandıra64
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search_trends_trombositopeni tensör şamandıra64
search_trends_tiroid_nodule tensör şamandıra64
search_trends_tic tensör şamandıra64
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search_trends_tonsillit tensör şamandıra64
search_trends_diş ağrısı tensör şamandıra64
search_trends_tremor tensör şamandıra64
search_trends_trichoptilosis tensör şamandıra64
search_trends_tumor tensör şamandıra64
search_trends_type_2_diabetes tensör şamandıra64
search_trends_bilinçsizlik tensör şamandıra64
search_trends_underweight tensör şamandıra64
search_trends_upper_respiratory_tract_enfeksiyon tensör şamandıra64
search_trends_urethrit tensör şamandıra64
search_trends_urinary_inkontinans tensör şamandıra64
search_trends_urinary_tract_enfeksiyon tensör şamandıra64
search_trends_urinary_urgency tensör şamandıra64
search_trends_uterine_contraction tensör şamandıra64
search_trends_vaginal_bleeding tensör şamandıra64
search_trends_vaginal_discharge tensör şamandıra64
search_trends_vajinit tensör şamandıra64
search_trends_varicose_damarlar tensör şamandıra64
search_trends_vaskülit tensör şamandıra64
search_trends_ventriküler_fibrilasyon tensör şamandıra64
search_trends_ventriküler_taşikardi tensör şamandıra64
search_trends_vertigo tensör şamandıra64
search_trends_viral_pneumonia tensör şamandıra64
search_trends_visual_acuity tensör şamandıra64
search_trends_kusma tensör şamandıra64
search_trends_wart tensör şamandıra64
search_trends_water_retention tensör şamandıra64
search_trends_weakness tensör şamandıra64
search_trends_weight_gain tensör şamandıra64
search_trends_wheeze tensör şamandıra64
search_trends_xeroderma tensör şamandıra64
search_trends_xerostomia tensör şamandıra64
search_trends_yawn tensör şamandıra64
sigara_prevalansı tensör şamandıra64
kar yağışı_aa tensör şamandıra64
stay_at_home_requirements tensör şamandıra64
sıkılık_index tensör şamandıra64
alt bölge1_kodu tensör sicim
alt bölge1_adı tensör sicim
alt bölge2_kodu tensör sicim
alt bölge2_adı tensör sicim
test_policy tensör şamandıra64
aşılama_policy tensör şamandıra64
wikidata_id tensör sicim
işyeri_kapanış tensör şamandıra64
  • Alıntı :
@article{Wahltinez2020,
  author = "O. Wahltinez and others",
  year = 2020,
  title = "COVID-19 Open-Data: curating a fine-grained, global-scale data repository for SARS-CoV-2",
  note = "Work in progress",
  url = {https://goo.gle/covid-19-open-data},
}